Papers with Distributional models
Do Trajectories Encode Verb Meaning? (2022.naacl-main)
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| Challenge: | Distributional models learn representations of words from text but lack grounding or the linking of text to the non-linguistic world. |
| Approach: | They investigate the extent to which trajectories naturally encode verb semantics . they build a procedurally generated agent-object-interaction dataset and compare methods . |
| Outcome: | The proposed model can capture verb semantics by tracing trajectories and self-supervised pretraining. |